{"id":"W2537905501","doi":"10.1111/cobi.12857","title":"A roadmap for knowledge exchange and mobilization research in conservation and natural resource management","year":2016,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Knowledge management; Natural resource management; Context (archaeology); Natural resource; Conceptual framework; Sustainability; Environmental resource management; Computer science; Political science; Sociology; Geography; Ecology; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07241309,0.002308838,0.003537931,0.01478974,0.01368236,0.03283078,0.007221518,0.01957618,0.01878861],"category_scores_gemma":[0.04493717,0.001347741,0.003141286,0.01756608,0.0509803,0.06795164,0.02044135,0.01631903,0.002967117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02430531,"about_ca_system_score_gemma":0.0824665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01574312,"about_ca_topic_score_gemma":0.01478965,"domain_scores_codex":[0.9566261,0.03073509,0.002458991,0.003068816,0.00429771,0.002813395],"domain_scores_gemma":[0.867005,0.1061258,0.003546202,0.0066392,0.009145954,0.007537814],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005696747,0.0004082542,0.001571607,0.003712065,0.00007138681,0.0003809703,0.01481204,0.001714811,0.0002656245,0.8448526,0.01192427,0.1202294],"study_design_scores_gemma":[0.00002816849,0.00008938117,0.0008866978,0.006253722,0.00003568884,0.000183265,0.02776054,0.001375407,0.0001517367,0.8474256,0.1157367,0.00007308399],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009814587,0.1416544,0.1286503,0.5881308,0.003056191,0.0014709,0.0003635178,0.0003691848,0.1264901],"genre_scores_gemma":[0.3330632,0.1868054,0.4164615,0.04524871,0.002563921,0.00535956,0.001043115,0.000298409,0.009156251],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9275869,"threshold_uncertainty_score":0.3829616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06037326298233771,"score_gpt":0.305027536497148,"score_spread":0.2446542735148103,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}